{"id":"W2113966600","doi":"10.11575/prism/30688","title":"Extremely Rapid Usability Testing","year":2008,"lang":"en","type":"article","venue":"Open MIND","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Usability; Pluralistic walkthrough; Computer science; Usability lab; Cognitive walkthrough; Usability inspection; Usability engineering; Web usability; Human–computer interaction; Heuristic evaluation; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007128594,0.0001134592,0.0001585978,0.00002874531,0.0002280188,0.0002392772,0.00200398,0.00004760798,0.000865339],"category_scores_gemma":[0.0003684408,0.0001041855,0.00004011663,0.0003440172,0.00010458,0.0009506142,0.0006663942,0.0001261976,0.001074494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003951399,"about_ca_system_score_gemma":0.0001543251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000849787,"about_ca_topic_score_gemma":0.00001655217,"domain_scores_codex":[0.998683,0.0001191687,0.0002432168,0.0005166784,0.0001881148,0.0002497955],"domain_scores_gemma":[0.9986379,0.0002745489,0.00006230251,0.0008198346,0.0001052861,0.0001000885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002172162,0.0003690592,0.02368999,0.000006539204,0.00001548295,0.00006487092,0.004010006,0.000081353,0.006019997,0.0001658489,0.001981578,0.9635736],"study_design_scores_gemma":[0.002633002,0.001543204,0.197449,0.0001575049,0.00002929965,0.0008062454,0.0002899868,0.1167881,0.2514914,0.007023826,0.4195853,0.002203207],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102389,0.00004743355,0.03956598,0.0006930103,0.0002206942,0.0003845356,0.000002876119,0.00001473023,0.04883191],"genre_scores_gemma":[0.7516979,0.000001029243,0.2471894,0.00007516322,0.00002521378,0.000007967469,5.098072e-7,0.000003809285,0.0009990371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9613703,"threshold_uncertainty_score":0.9997033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2537704723198558,"score_gpt":0.3216524171291502,"score_spread":0.06788194480929433,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}